src/pipelines.js (40 lines):
	- line 296: // TODO: Use softmax tensor function
	- line 430: // TODO add option to keep special tokens?
	- line 445: // TODO: Add support for start and end
	- line 516: // TODO: add support for `return_special_tokens_mask`
	- line 581: // TODO add start and end?
	- line 765: // TODO update generation config
	- line 775: // TODO: move to Translation pipeline?
	- line 1318: // TODO: Provide warning to the user that they might be using model which was not exported
	- line 1763: // TODO use kwargs
	- line 1836: // TODO support different stride_length_s (for left and right)
	- line 1882: // TODO: Right now we only get top beam
	- line 2244: target_sizes ?? imageSizes, // TODO FIX?
	- line 2668: // TODO: support separate threshold values
	- line 2845: // TODO: Find a better way for `pipeline` to set the default vocoder
	- line 3062: // TODO: replace with original
	- line 3073: // TODO: replace with original
	- line 3084: // TODO: replace with original
	- line 3096: // TODO: replace with original
	- line 3107: // TODO: replace with original
	- line 3118: // TODO: replace with original
	- line 3129: // TODO: replace with original
	- line 3140: // TODO: replace with original
	- line 3151: // TODO: replace with original
	- line 3162: // TODO: replace with original
	- line 3174: // TODO: replace with original
	- line 3186: // TODO: replace with original
	- line 3198: // TODO: replace with original
	- line 3210: // TODO: replace with original
	- line 3223: // TODO: replace with original
	- line 3236: // TODO: replace with original
	- line 3259: // TODO: replace with original
	- line 3272: // TODO: replace with original
	- line 3284: // TODO: replace with original
	- line 3296: // TODO: replace with original
	- line 3308: // TODO: replace with original
	- line 3320: // TODO: replace with original
	- line 3333: // TODO: replace with original
	- line 3344: // TODO: replace with original
	- line 3353: // TODO: Add types for TASK_ALIASES
	- line 3357: // "vqa": "visual-question-answering", // TODO: Add


src/models.js (26 lines):
	- line 1334: // TODO: add min_tokens_to_keep
	- line 1338: // TODO: add min_tokens_to_keep
	- line 1604: // TODO: update decoder attention mask if the model requires it
	- line 1703: // Custom logic (TODO: move to Musicgen class)
	- line 1775: // TODO: Update to align with HF transformers' implementation
	- line 1833: // TODO:
	- line 1842: // TODO make > numInputs
	- line 1852: // TODO: when we do, we simply copy past key values and accumulate into single large tensor
	- line 1897: // TODO: If branching, use previous beam as a starting point
	- line 1903: // TODO: Support beam search
	- line 1928: // TODO: ensure all_input_ids is padded correctly...
	- line 1936: // TODO:
	- line 2254: // TODO: Add RoFormerForCausalLM and RoFormerForMultipleChoice
	- line 2340: // TODO add ElectraForPreTraining
	- line 3362: // TODO: Implement language detection
	- line 3507: // TODO: Improve batch processing
	- line 3846: // TODO: needed?
	- line 3993: // TODO: needed?
	- line 5181: // TODO: MobileViTForSemanticSegmentation
	- line 5196: // TODO: MobileViTV2ForSemanticSegmentation
	- line 6576: // output_cross_attentions = false, // TODO add
	- line 6641: // cross_attentions: null, // TODO add
	- line 6977: // TODO: assert `inferred` is an integer
	- line 7168: // TODO support re-using PKVs for input_ids.dims[1] !== 1
	- line 7978: // TODO: Do not add new models here
	- line 8125: // TODO: Refactor to allow class to specify model


src/tokenizers.js (11 lines):
	- line 124: let regex = pattern.Regex.replace(/\\([#&~])/g, '$1'); // TODO: add more characters to this list if necessary
	- line 1540: // TODO support all behaviours (config.behavior)
	- line 1712: // TODO use all of config: add_prefix_space, trim_offsets
	- line 2133: // TODO move to base class (like HF)
	- line 2161: // TODO add spaces_between_special_tokens and clean_up_tokenization_spaces options
	- line 2391: // TODO: detect when a different `this.charsmap` is used.
	- line 2620: // TODO: save this to the decoder when exporting?
	- line 3505: // TODO: Do the same for pair?
	- line 3605: // TODO add support for `return_language`
	- line 3712: // TODO Handle when language is different from the previous
	- line 4065: // TODO: implement offsets


src/utils/tensor.js (9 lines):
	- line 56: // FIXME: ONNXTensor declares dims as readonly so one needs to use the constructor() if dims change.
	- line 113: // TODO allow setting of data
	- line 467: // TODO: implement transpose. For now (backwards compatibility), it's just an alias for permute()
	- line 625: // TODO validate inputs
	- line 654: // TODO: validate dims
	- line 941: // TODO: support scale_factor
	- line 1209: // TODO do validation of shapes
	- line 1271: // TODO do validation of shapes
	- line 1437: // TODO: support other dtypes


src/utils/audio.js (3 lines):
	- line 301: // TODO warn if there is a zero row
	- line 625: // TODO: What if `mel_filters` is null?
	- line 634: // TODO: Make `mel_filters` a Tensor during initialization


src/utils/hub.js (3 lines):
	- line 277: // TODO in future, cache the response?
	- line 363: // TODO add the rest?
	- line 541: // TODO in future, cache the response?


src/base/image_processors_utils.js (3 lines):
	- line 377: // TODO add `should_fuse`
	- line 769: // TODO: Implement this
	- line 958: // TODO:


src/models/sam/image_processing_sam.js (3 lines):
	- line 37: // TODO: add support for 2D input_points
	- line 125: // TODO allow user to use preprocessed images
	- line 238: // TODO: Implement


src/backends/onnx.js (3 lines):
	- line 92: // TODO: Only push supported providers (depending on available hardware)
	- line 188: // TODO: Add support for loading WASM files from cached buffer when we upgrade to onnxruntime-web@1.19.0
	- line 205: // TODO: Update this when allowing non-WASM backends.


scripts/convert.py (2 lines):
	- line 300: # TODO allow user to specify vocoder path
	- line 384: # TODO: Enable once https://github.com/huggingface/optimum/pull/1552 is merged


src/models/wav2vec2/feature_extraction_wav2vec2.js (2 lines):
	- line 11: // TODO support batch?
	- line 37: // TODO: allow user to pass in attention mask


src/models/vitpose/image_processing_vitpose.js (2 lines):
	- line 23: // TODO:
	- line 60: // TODO: Determine best offsets


src/models/detr/image_processing_detr.js (2 lines):
	- line 27: // TODO support differently-sized images, for now assume all images are the same size.
	- line 28: // TODO support different mask sizes (not just 64x64)


scripts/float16.py (1 line):
	- line 184: # TODO: Ideally, "Cast" nodes should not be here, for the following reasons:


src/utils/image.js (1 line):
	- line 389: // TODO use `resample` in browser environment


src/base/processing_utils.js (1 line):
	- line 154: // TODO:


src/utils/dtypes.js (1 line):
	- line 7: // TODO: Use the adapter from `env.backends.onnx.webgpu.adapter` to check for `shader-f16` support,


src/generation/logits_process.js (1 line):
	- line 111: //         // TODO: convert to `new Map(forced_decoder_ids)`


src/generation/stopping_criteria.js (1 line):
	- line 100: // TODO: add MaxTimeCriteria


src/utils/maths.js (1 line):
	- line 21: // TODO use mode and align_corners


src/ops/registry.js (1 line):
	- line 43: // TODO: Allow for multiple execution providers


scripts/quantize.py (1 line):
	- line 57: # TODO: "SimplifiedLayerNormalization", "SkipSimplifiedLayerNormalization"


scripts/extra/marian.py (1 line):
	- line 33: 'precompiled_charsmap': None  # TODO add this


scripts/extra/clap.py (1 line):
	- line 1: # TODO: Enable once https://github.com/huggingface/optimum/pull/1552 is merged


src/models/phi3_v/processing_phi3_v.js (1 line):
	- line 36: // TODO: Check if this affects performance, since it looks like a bug in the original implementation


src/models/qwen2_vl/processing_qwen2_vl.js (1 line):
	- line 50: // TODO: ...videos_inputs,


src/models/clap/feature_extraction_clap.js (1 line):
	- line 71: // TODO implement fusion strategy


src/models/auto/processing_auto.js (1 line):
	- line 46: // TODO: first check for processor.json


src/utils/video.js (1 line):
	- line 58: // TODO: Support efficiently loading all frames using the WebCodecs API.


src/models/ultravox/processing_ultravox.js (1 line):
	- line 18: // TODO: Support batched inputs